#bilevel — Public Fediverse posts

The biggest Do-it-yourself Project I ever tackled was building my first house. My father and I did all the work except for the masonry. 1978. #house #stickbuilt #framing #houseframing #lumber #lumberyard #insulation #masonry #foundatiion #cinderblock #cinderblocks #doityourself #doityourselfproject #homeimprovement #homeproject #building #builders #construction #constructionwork #home #house #houses #homes #juniatacounty #pennsylvania #1970s #twentiethcentury #bilevel #hometypes #types

Christmas Eve, in my first home in Pennwood. I built this house from the ground up, with the help of my craftsman father. 1982. #craftsman #construction #homeconstruction #twobyfours #stickbuilt #woodwork #workingwithwood #creative #design #designer #interiordesign #interior #interiors #hardwoodfloor #hardwoodfloors #1970s #1980s #1970sdecor #modernhome #bilevel #newdevelopment #development #firsthouse #firsttobreakground #firstinPennwood #pennwood #mifflintown #juniatacounty

'Riemannian Bilevel Optimization', by Jiaxiang Li, Shiqian Ma.

http://jmlr.org/papers/v26/24-0397.html

#riemannian #optimization #bilevel

The ladies of Star Trek TNG invite you to visit my Pennwood home, but remind you to behave yourself while there. 1994. #startrek #tng #photography #1990s #bilevel #pennwood #developments

'Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions', by Xuxing Chen, Tesi Xiao, Krishnakumar Balasubramanian.

http://jmlr.org/papers/v25/23-1323.html

#optimization #bilevel #optimality

Barrie Line - York University Station

https://video.canadiancivil.com/videos/watch/1e013bb3-2531-4669-bda1-60a6096d10eb

'Single Timescale Actor-Critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees', by Mo Zhou, Jianfeng Lu.

http://jmlr.org/papers/v24/22-0644.html

#optimization #critic #bilevel

#Bilevel #optimization folks … Go for it: https://www.bilevelconference2023.org/